The DONNA architectures transfer to other tasks such as object detection on MS COCO [1]}.
To this end, we use the EfficientDet-D0 [2]} detection architecture, replacing its backbone with networks optimized through the DONNA pipeline. For training, we use the hyperparameters given in [3]}.
The EfficientDet-D0 initialization comes from [4]}.
